Data science approaches to confronting the COVID-19 pandemic: a narrative reviewReview Published on 2022-01-102022-10-04 Journal: Philosophical transactions. Series A, Mathematical [Category] MERS, SARS, 신약개발, [키워드] approach big data combating computer Contact tracing COVID-19 COVID-19 pandemic Data science Diagnosis Epidemic Epidemics epidemiological epidemiological studies highlight Infectious disease Mathematical modelling mathematician media mental health pandemic parameters professional public health resource risk Surveillance [DOI] 10.1098/rsta.2021.0127 PMC 바로가기 [Article Type] Review
MRFGRO: a hybrid meta-heuristic feature selection method for screening COVID-19 using deep featuresMRFGRO : 깊은 기능을 사용하여 Covid-19 스크리닝을위한 하이브리드 메타 허리 기능 선택 방법Article Published on 2021-12-152022-09-01 Journal: Scientific Reports [Category] 진단, 치료기술, [키워드] Accuracy affected Algorithm Analysis approach both lungs cause Chain Reaction chest CT-scan CNN CNNs Computed tomography computer Computer science Convolutional neural networks COVID-19 COVID-19 diagnosis dataset datasets Diagnosis disease feature first stage foraging global pandemic globe Golden Ratio Health Organization Image analysis Infection Infectious diseases less Local lung Lung disease Lung diseases Lungs MONITOR parameter polymerase chain reaction Ratio Ray real-time reverse transcription-polymerase chain reaction respiratory Respiratory disease Reverse transcription-polymerase chain reaction RT-PCR Scientific data Software Spread stages subset upper respiratory tract WHO World Health Organization [DOI] 10.1038/s41598-021-02731-z PMC 바로가기 [Article Type] Article
Evaluation of new or repurposed treatments for COVID-19: protocol for the phase Ib/IIa DEFINE trial platformCOVID-19에 대한 신규 또는 용도 변경 치료제 평가: Ib/IIa상 DEFINE 시험 플랫폼 프로토콜Article Published on 2021-12-152022-09-11 Journal: BMJ Open [Category] 임상, [키워드] acceptance adaptive administration Analysis Appropriate approval Arm ARMS assisted ventilation caused changes in clinical trial Coagulation Cohort Community Complete computer COVID-19 COVID-19 therapy dependent on development during treatment effective Efficacy Ethics ethics committee EudraCT Evidence evidence of Experimental medicine exploratory Follow-up hospital Hospital stay hospitalised patient Infection Infectious diseases information initial mechanism mechanism of action Medicine MHRA National Health Service NEWS2 NHS Novel coronavirus Open-label Ordinal Scale oxygen Oxygen requirements participant Pathways Patient patient cohorts patient safety patients with COVID-19 peer-reviewed pharmacokinetic Pneumonia Pneumonitis positive present product protocol randomisation randomised Randomised Evaluation REC recovery recruited recruitment registration number research and development Research Ethics Research Ethics Committee respiratory medicine (see thoracic medicine) Safe SARS-CoV-2 score secondary Standard of care statistical analysis submitted Support Therapeutics therapy Thoracic Treatment treatment arm treatment period Trial trial platform variable Viral load viral-induced WHO ordinal scale [DOI] 10.1136/bmjopen-2021-054442 PMC 바로가기 [Article Type] Article
Information and communications technology use among young female sex workers participating in a randomised human immunodeficiency virus prevention trial in Kampala, UgandaShort Communication Published on 2021-11-192022-10-30 Journal: International health [Category] COVID-19, [키워드] age analysed baseline behavioural cognitive computer conducted COVID-19 determine developing countries feasibility female Human immunodeficiency virus information Intervention media mHealth mobile phone moderate randomised Randomized controlled trial Research Result Sex sex workers significantly lower Trial Uganda [DOI] 10.1093/inthealth/ihab013 PMC 바로가기 [Article Type] Short Communication
Rapid Assessment of Binding Affinity of SARS-COV-2 Spike Protein to the Human Angiotensin-Converting Enzyme 2 Receptor and to Neutralizing Biomolecules Based on Computer SimulationsImmunology Published on 2021-11-112022-11-01 Journal: Frontiers in Immunology [Category] COVID-19, SARS, [키워드] Affect affinity antibody approach assessment bind binding affinities binding affinity Biomolecule can be used cause change circulating computer Coronavirus disease 2019 COVID-19 domain Dynamics Effect experimental work expression facilitate hACE2 hACE2 receptor helping host cell membrane hotspot Human human ACE2 human Angiotensin-converting enzyme infect Infection modulate molecular dynamics mutated Mutation mutations Neutralizing Neutralizing antibodies protein-protein interaction protocol Rapid S-RBD S1 domain S2 domain SARS-CoV-2 SARS-CoV-2 genome Screening selected Simulation spike spike glycoprotein Spike protein Spike-RBD the binding affinity time-consuming vaccination variant virus [DOI] 10.3389/fimmu.2021.730099 PMC 바로가기 [Article Type] Immunology
Therapeutic approaches for SARS-CoV-2 infectionSARS-CoV-2 감염에 대한 치료적 접근Review Published on 2021-11-012022-09-11 Journal: Methods (San Diego, Calif.) [Category] 신약개발, 치료제, [키워드] alternative medicine Antiviral antiviral strategy approach Clinical outcome complementary computer Containment COVID-19 COVID-19 treatment drug Drug discovery Host immune responses immunomodulators immunopathology inhibitor Innate immunity intrinsic life cycle pandemic pathway Patient plasma plasma therapy Polyherbal Protein Repurposed drugs Research resiliency SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 replication the disease therapeutic therapeutic approaches Therapeutics Therapies therapy Treatment Vaccines viral life cycle Virtual screening [DOI] 10.1016/j.ymeth.2021.04.026 PMC 바로가기 [Article Type] Review
Automated Processing and Phenotype Extraction of Ovine Medical Images Using a Combined Generative Adversarial Network and Computer Vision Pipeline결합된 생성 적대 네트워크 및 컴퓨터 비전 파이프라인을 사용한 양의 의료 이미지 자동 처리 및 표현형 추출Article Published on 2021-10-312022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] Accuracy animal science applied artificial intelligence automated automated medical image processing Cancer Combined computer computer vision condition COVID-19 CT scan CT scans deep learning deep neural network determine distribution Early detection extraction GAN generative adversarial network Genetic Image Image processing IMPROVE machine machine learning MOST network phenotype phenotype analysis Phenotypes processing sheep similarity speed tissue vision [DOI] 10.3390/s21217268 PMC 바로가기 [Article Type] Article
Quantitative Analysis of Residual COVID-19 Lung CT Features: Consistency among Two Commercial SoftwareArticle Published on 2021-10-282022-10-30 Journal: Journal of Personalized Medicine [Category] COVID-19, [키워드] Accuracy affected Analysis artificial intelligence baseline calculated change characteristic Chest CT chest CT examination chi-square test Chicago coefficient Computed tomography computer Consistency consolidation consolidations control group correlation correlation coefficient COVID-19 COVID-19 patient CT scan CT scans discharge Efficacy emphysema feasible Follow-up follow-up time GE Healthcare GGO GGOs Ground glass opacity groups healthy highest identify Infectious disease interlobular septal thickening Italy lung lung parenchyma material median Naples nodule Patient patients Pneumonia positive post COVID-19 sequelae provided quantification Quantitative Quantitative analysis quantitative measurement radiologist residual ROC RT-PCR the study group Thoracic Total lung volume United States Variability Volume was obtained was performed were used women [DOI] 10.3390/jpm11111103 PMC 바로가기 [Article Type] Article
Deep Learning-Based Real-Time AI Virtual Mouse System Using Computer Vision to Avoid COVID-19 SpreadCOVID-19 확산 방지를 위해 컴퓨터 비전을 사용하는 딥 러닝 기반 실시간 AI 가상 마우스 시스템Research Article Published on 2021-10-252022-09-10 Journal: Journal of Healthcare Engineering [Category] MERS, SARS, 치료기술, [키워드] Algorithm battery Bluetooth computer computer vision COVID-19 deep deep learning dependency dongle eliminating functions hands Intervention mouse overcome physical power Spread System vision webcam [DOI] 10.1155/2021/8133076 PMC 바로가기 [Article Type] Research Article
Deep Learning Based Early Detection Framework for Preliminary Diagnosis of COVID-19 via Onboard Smartphone Sensors온보드 스마트폰 센서를 통한 COVID-19 사전 진단을 위한 딥 러닝 기반 조기 감지 프레임워크Article Published on 2021-10-152022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] Accuracy acid adverse impact affected approach artificial intelligence Blood blood test carriers Chest CT clinical analysis computer computer tomography contagious coronavirus coronavirus disease country COVID-19 COVID-19 pandemic COVID-19 prediction deep deep learning detect detection diagnosis of COVID-19 domain Early detection Experimental result experimental results feature framework gold gold standard healthcare Healthcare system Healthcare systems hospital in-person visit learning limit NAAT pandemic positive prediction framework Preliminary Diagnosis Prevent provide reduce robust sensor simple Smartphone smartphone sensors Spread temperature the patient treated variety [DOI] 10.3390/s21206853 PMC 바로가기 [Article Type] Article